Tossing It Out. My A-Z selections are a Beth's Pick unless otherwise noted.
Stephen King's On Writing was the first craft book I read and the only one I've been able to finish. It's a simply written short read perfect for a beginning writer. I used lots of his advice when writing my second manuscript, Phantom Fires, which is my all time favorite. If you're starting out grab a copy of this.